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Energy (Clean OR renewable OR green)_2020-06-01_23-43-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
Energy (Clean OR renewable OR green) via NodeXL https://bit.ly/2BsBBzB
@arikring
@irena
@henryk_b_
@mzjacobson
@jack_ekka
@guptamm1976
@cnn
@assaadrazzouk
@mikehudema
@geraldkutney

Top hashtags:
#energy
#renewableenergy
#renewable
#solar
#renewables
#coal

Description:
Description
The graph represents a network of 6,467 Twitter users whose tweets in the requested range contained "Energy (Clean OR renewable OR green)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 02 June 2020 at 06:44 UTC.

The requested start date was Tuesday, 02 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 20-hour, 35-minute period from Sunday, 31 May 2020 at 03:25 UTC to Tuesday, 02 June 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 6467
Unique Edges : 4268
Edges With Duplicates : 7679
Total Edges : 11947
Number of Edge Types : 5
Retweet : 3210
MentionsInRetweet : 4186
Replies to : 522
Mentions : 2665
Tweet : 1364
Self-Loops : 1426
Reciprocated Vertex Pair Ratio : 0.0149773071104387
Reciprocated Edge Ratio : 0.0295125950216128
Connected Components : 1399
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 2527
Maximum Edges in a Connected Component : 6275
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.896065
Graph Density : 0.000160442429865087
Modularity : 0.577928
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,467 Twitter users whose tweets in the requested range contained "Energy (Clean OR renewable OR green)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 02 June 2020 at 06:44 UTC.

The requested start date was Tuesday, 02 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 20-hour, 35-minute period from Sunday, 31 May 2020 at 03:25 UTC to Tuesday, 02 June 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Energy (Clean OR renewable OR green)
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://www.washingtonpost.com/climate-environment/2020/06/01/epa-limits-states-tribes-ability-protest-pipelines-other-energy-projects/
[32] https://www.eia.gov/todayinenergy/detail.php?id=43895
[25] https://theconversation.com/really-australia-its-not-that-hard-10-reasons-why-renewable-energy-is-the-future-130459?utm_source=twitter&utm_medium=bylinetwitterbutton
[24] https://reneweconomy.com.au/really-australia-its-not-that-hard-10-reasons-why-renewable-energy-is-the-future-80354/
[23] https://transformingindia.mygov.in/
[18] https://www.forbes.com/sites/davidrvetter/2020/05/28/just-how-good-an-investment-is-renewable-energy-new-study-reveals-all/#3e8af66a4d27
[17] https://www.youtube.com/watch?v=CoAetTwTP3U&feature=youtu.be

[17] https://www.nytimes.com/2020/05/29/climate/coronavirus-economic-stimulus-climate.html
[17] https://www.abc.net.au/news/rural/2020-05-31/renewable-energy-zone-plan-targets-nsw-regional-businesses/12299652
[14] https://www.epa.gov/newsreleases/epa-issues-final-rule-helps-ensure-us-energy-security-and-limits-misuse-clean-water-0

Top URLs in Tweet in G1:
[34] https://www.washingtonpost.com/climate-environment/2020/06/01/epa-limits-states-tribes-ability-protest-pipelines-other-energy-projects/
[9] https://www.nytimes.com/2020/06/01/climate/trump-clean-water-pipelines.html
[9] https://www.epa.gov/newsreleases/what-they-are-saying-epa-issues-final-rule-helps-ensure-us-energy-security-and-limits
[9] https://www.epa.gov/newsreleases/epa-issues-final-rule-helps-ensure-us-energy-security-and-limits-misuse-clean-water-0
[6] https://arstechnica.com/science/2020/05/2019-was-first-year-since-1880s-that-us-coal-lost-to-renewable-energy/
[6] https://www.ecowatch.com/clean-energy-accelerate-2646131201.html
[6] https://www.nytimes.com/2020/06/01/climate/trump-clean-water-pipelines.html?smid=tw-share
[5] https://www.abc.net.au/news/rural/2020-05-31/renewable-energy-zone-plan-targets-nsw-regional-businesses/12299652
[5] https://www.youtube.com/watch?v=XqGQGMo1yGE

[5] https://www.youtube.com/watch?v=sNKG7vR6u_o


Top URLs in Tweet in G2:
[14] https://www.theglobeandmail.com/investing/markets/inside-the-market/article-clean-energy-stocks-are-sailing-through-pandemic-for-good-reasons/
[14] https://www.forbes.com/sites/davidrvetter/2020/05/28/just-how-good-an-investment-is-renewable-energy-new-study-reveals-all/#3e8af66a4d27
[6] http://inhabitat.com/adorable-solar-powered-floating-eco-home-is-nearly-100-recyclable/
[4] https://www.abc.net.au/news/rural/2020-05-31/renewable-energy-zone-plan-targets-nsw-regional-businesses/12299652
[4] https://climateactionaustralia.wordpress.com/2020/06/01/covid-19-commission-needs-to-come-clean-on-gas-industry-links-the-canberra-times-auspol-qldpol-climatecrisis-stopadani-demand-a-greennewdeal-xrfnq/
[3] https://www.climatechangenews.com/2020/05/28/clean-energy-vital-covid-19-response-worlds-poorest-countries/
[3] https://www.utilitydive.com/news/landfills-promising-sites-battery-storage-solar-renewable-energy/578582/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Utility%20Dive:%20Daily%20Dive%2005-30-2020&utm_term=Utility%20Dive%20Weekender
[3] https://www.nationofchange.org/2020/05/29/not-another-decade-to-waste-how-to-speed-up-the-clean-energy-transition/
[3] https://cleantechnica.com/2020/05/29/tesla-model-3-cost-of-ownership-after-2-years-50000-miles/
[3] https://www.news-journal.com/news/business/in-texas-clean-energy-is-courting-oil-bust-refugees/article_8f4718c0-a1c7-11ea-9726-0f27bada01a7.html

Top URLs in Tweet in G3:
[24] https://theconversation.com/really-australia-its-not-that-hard-10-reasons-why-renewable-energy-is-the-future-130459?utm_source=twitter&utm_medium=bylinetwitterbutton
[20] https://reneweconomy.com.au/really-australia-its-not-that-hard-10-reasons-why-renewable-energy-is-the-future-80354/
[8] https://www.mua.org.au/new-legislation-offshore-renewable-energy
[5] https://www.theguardian.com/australia-news/2020/may/29/rapid-shift-to-renewable-energy-could-lead-australia-to-cheap-power-and-100000-jobs
[4] https://www.theguardian.com/australia-news/2020/may/29/rapid-shift-to-renewable-energy-could-lead-australia-to-cheap-power-and-100000-jobs?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1590687906
[3] https://assets.cleanenergycouncil.org.au/documents/resources/reports/Clean-Energy-at-Work/The-Clean-Energy-Council-Clean-Energy-at-Work-2020.pdf
[3] https://www.abc.net.au/news/rural/2020-05-31/renewable-energy-zone-plan-targets-nsw-regional-businesses/12299652
[3] https://bze.org.au/the-million-jobs-plan/
[3] https://esdnews.com.au/corporates-can-now-buy-renewable-energy-using-blockchain-tech/
[2] https://reneweconomy.com.au/renewables-jobs-could-boom-to-44000-by-2025-but-only-with-the-right-policy-support-94756/

Top URLs in Tweet in G4:
[3] https://www.manhattancontrarian.com/blog/2020-5-30-virginia-is-deluding-itself-about-green-energy
[1] https://www.spectator.com.au/2020/06/if-we-want-to-rebuild-manufacturing-post-coronavirus-we-need-to-cut-the-cost-of-energy/
[1] https://www.forbes.com/sites/jamesellsmoor/2019/06/15/renewable-energy-is-now-the-cheapest-option-even-without-subsidies/
[1] https://reneweconomy.com.au/graph-of-the-day-germany-reaches-56-renewables-for-2020-2020/
[1] https://www.worldoil.com/news/2019/8/15/green-energy-has-a-plethora-of-failures
[1] https://twitter.com/lofaypeter/status/1267389503775232000
[1] https://twitter.com/Bergeonline/status/1267309227430666241
[1] https://www.ucsusa.org/resources/environmental-impacts-renewable-energy-technologies
[1] https://twitter.com/WHO/status/1265662910027751430
[1] https://www.theguardian.com/australia-news/2020/may/29/rapid-shift-to-renewable-energy-could-lead-australia-to-cheap-power-and-100000-jobs

Top URLs in Tweet in G5:
[5] https://blog.iammarketingmedia.com/the-case-for-turning-south-africas-coal-fields-into-a-renewable-energy-hub/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/renewable-energy-update-may-2020-2/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/report-renewable-energy-more-popular-than-coal/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/americans-appear-to-support-renewable-energy-but-to-what-extent/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://maritimeindia.org/hydrogen-fuel-adoption-an-ocean-renewable-energy-approach/
[3] https://www.foodnavigator-asia.com/Article/2020/05/05/Fruity-electricity-Australian-scientists-create-double-sustainable-energy-storage-from-durian-and-jackfruit-waste
[3] http://OilPrice.com
[3] https://blog.iammarketingmedia.com/file-u-s-coal-consumption-falls-behind-renewable-energy/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/the-u-s-consumed-more-renewable-energy-than-coal-in-2019-marketplace/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/column-australia-shows-how-policy-can-stifle-renewable-energy-future-russell/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G7:
[23] https://transformingindia.mygov.in/
[3] https://energy.economictimes.indiatimes.com/news/renewable/states-transmission-charges-key-gadkari-on-msme-solar-parks/76123260
[2] https://energy.economictimes.indiatimes.com/news/renewable/opinion-rtc-renewable-energy-as-the-new-normal-learnings-from-karnataka-and-tamil-nadu/76114129
[2] https://energy.economictimes.indiatimes.com/news/renewable/opinion-solar-innovation-gives-health-mission-a-shot-in-the-arm/76103074
[1] https://twitter.com/isolaralliance/status/1267410647442231296
[1] https://buff.ly/3gsYa7b
[1] https://www.coindesk.com/power-ledger-thailand-blockchain-renewable-energy-trading
[1] https://thebulletin.org/2020/06/what-will-coronavirus-do-to-renewable-energy/
[1] https://www.pib.gov.in/PressReleasePage.aspx?PRID=1627334
[1] https://energy.economictimes.indiatimes.com/news/renewable/solar-energy-centre-asks-chandigarh-about-release-of-subsidy/76116282

Top URLs in Tweet in G8:
[16] https://www.nytimes.com/2020/05/29/climate/coronavirus-economic-stimulus-climate.html
[2] https://bit.ly/2Bb8ReB
[1] http://ow.ly/uaPo50zTZLn
[1] https://www.dw.com/en/cheap-solar-energy-prices-explained/a-53590607
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=de2dab80-a1bc-11ea-81e3-353e53a00664&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNS0yOS9jaGluYS10by10YWtlLWNsZWFuLWZvc3NpbC1mdWVsLXByb2plY3RzLW9mZi1ncmVlbi1ib25kLWxpc3Q=
[1] https://www.linkedin.com/pulse/green-energy-acceleration-post-covid-world-gautam-adani/?trackingId=zWJSkDZ2RDqHBVgItgk5ig%3D%3D&fbclid=IwAR2hzhf-TjIFrYwrjzX6ZBxZeD5V0L71de_s1kUEKFag44P1WSr4OYgV4mQ
[1] https://twitter.com/HewanOrmson/status/1267543529011785730
[1] https://www.skynews.com.au/details/_6159609339001
[1] http://tweetedtimes.com/v/clean-energy
[1] https://www.eco-business.com/news/biofuel-land-grab-will-slash-natures-space/

Top URLs in Tweet in G9:
[3] https://e360.yale.edu/features/how-renewable-energy-could-emerge-on-top-after-the-pandemic
[2] https://www.zeeuwsevacaturebank.nl/
[2] https://www.euractiv.com/section/energy/news/germanys-transition-to-renewable-power/
[1] https://www.forbes.com/sites/davidrvetter/2020/05/28/just-how-good-an-investment-is-renewable-energy-new-study-reveals-all/#4fdf60634d27
[1] https://twitter.com/WeatherProf/status/1267449065412927488
[1] https://www.smh.com.au/national/australia-s-grid-could-handle-a-huge-leap-in-renewable-power-by-2025-20200429-p54obe.html
[1] https://www.slcschools.org/board-of-education/board-meetings/2019-20/20200602-1700-1/agenda/english/
[1] https://www.energy-charts.de/energy_pie.htm?year=2020&month=5
[1] https://pca.st/episode/6d840e20-7221-4323-8fe4-a3e95c3e4de8
[1] https://energyeconomicgrowth.org/publication/eeg-energy-insight-how-much-renewable-power-can-indias-electricity-grid-handle

Top URLs in Tweet in G10:
[4] https://www.epa.gov/newsreleases/epa-issues-final-rule-helps-ensure-us-energy-security-and-limits-misuse-clean-water-0
[3] https://www.washingtonpost.com/climate-environment/2020/06/01/epa-limits-states-tribes-ability-protest-pipelines-other-energy-projects/
[2] https://www.washingtonpost.com/climate-environment/2020/06/01/epa-limits-states-tribes-ability-protest-pipelines-other-energy-projects/?utm_campaign=wp_main&utm_medium=social&utm_source=facebook
[2] https://www.epa.gov/cwa-401/clean-water-act-section-401-certification-rule
[1] https://bit.ly/2lI2LYg
[1] https://techxplore.com/news/2020-06-decrease-renewable-energy-expansion.html
[1] https://news.stonybrook.edu/homespotlight/study-shows-decrease-in-renewable-energy-costs-may-drive-clean-energy-growth/
[1] https://www.defenseone.com/ideas/2020/05/our-national-security-requires-stronger-nuclear-energy-industry/165740/
[1] https://www.wsj.com/articles/coronavirus-is-buying-time-on-climate-change-will-we-make-use-of-it-11590676308
[1] https://thehill.com/opinion/energy-environment/500482-prioritize-people-over-pollution

Top Domains
Top Domains in Tweet in Entire Graph:
[141] twitter.com
[78] com.au
[56] washingtonpost.com
[56] iammarketingmedia.com
[50] youtube.com
[47] forbes.com
[40] nytimes.com
[36] co.uk
[34] theguardian.com
[33] eia.gov

Top Domains in Tweet in G1:
[52] twitter.com
[35] washingtonpost.com
[18] nytimes.com
[18] epa.gov
[16] youtube.com
[16] com.au
[14] cleantechnica.com
[14] oilprice.com
[13] instagram.com
[12] co.uk

Top Domains in Tweet in G2:
[16] theglobeandmail.com
[14] forbes.com
[6] cleantechnica.com
[6] inhabitat.com
[5] climatechangenews.com
[4] net.au
[4] com.au
[4] blogspot.com
[4] nationofchange.org
[4] wordpress.com

Top Domains in Tweet in G3:
[35] com.au
[24] theconversation.com
[18] org.au
[11] theguardian.com
[9] twitter.com
[4] net.au
[2] linkedin.com
[2] sol.io
[1] climatechangenews.com
[1] afr.com

Top Domains in Tweet in G4:
[3] manhattancontrarian.com
[3] twitter.com
[2] com.au
[1] forbes.com
[1] worldoil.com
[1] ucsusa.org
[1] theguardian.com
[1] trib.com
[1] edu.au
[1] org.au

Top Domains in Tweet in G5:
[56] iammarketingmedia.com
[14] dlvr.it
[7] com.au
[6] oilprice.com
[5] bit.ly
[4] bloomberg.com
[4] cleantechnica.com
[3] irena.org
[3] cnn.com
[3] maritimeindia.org

Top Domains in Tweet in G7:
[23] mygov.in
[9] indiatimes.com
[4] twitter.com
[1] buff.ly
[1] coindesk.com
[1] thebulletin.org
[1] gov.in
[1] mercomindia.com
[1] cnbctv18.com
[1] seforall.org

Top Domains in Tweet in G8:
[16] nytimes.com
[2] bit.ly
[1] ow.ly
[1] dw.com
[1] bloomberg.com
[1] linkedin.com
[1] twitter.com
[1] com.au
[1] tweetedtimes.com
[1] eco-business.com

Top Domains in Tweet in G9:
[6] com.au
[4] yale.edu
[3] forbes.com
[2] zeeuwsevacaturebank.nl
[2] bit.ly
[2] euractiv.com
[1] twitter.com
[1] slcschools.org
[1] energy-charts.de
[1] pca.st

Top Domains in Tweet in G10:
[7] epa.gov
[5] washingtonpost.com
[3] twitter.com
[2] bit.ly
[2] wsj.com
[1] techxplore.com
[1] stonybrook.edu
[1] defenseone.com
[1] thehill.com
[1] senate.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[242] energy
[197] renewableenergy
[154] renewable
[89] solar
[74] renewables
[74] coal
[63] cleanenergy
[60] qanda
[57] covid19
[56] solarenergy



Top Hashtags in Tweet in G1:
[40] energy
[15] solar
[14] renewable
[13] renewableenergy
[13] green
[10] stocks
[8] renewables
[8] climatechange
[7] cleanenergy
[7] investment

Top Hashtags in Tweet in G2:
[36] energy
[36] renewableenergy
[26] solar
[23] cleanenergy
[16] health
[16] climate
[13] renewable
[12] coal
[9] greennewdeal
[8] carbon

Top Hashtags in Tweet in G3:
[36] qanda
[26] renewable
[24] auspol
[10] millionjobsplan
[5] renewableenergy
[4] renewables
[3] solar
[3] climateactionnow
[3] ppa
[2] cleanenergyatwork

Top Hashtags in Tweet in G4:
[4] auspol
[3] climateclarmists
[1] planetofthehumans
[1] think
[1] climatehoax
[1] ruinables

Top Hashtags in Tweet in G5:
[105] renewableenergy
[44] geothermalenergy
[40] solarenergy
[38] nuclearenergy
[31] windenergy
[30] solarpanels
[30] steamenergy
[30] waveenergy
[30] wavegenerators
[30] windmills

Top Hashtags in Tweet in G7:
[31] 1yearofmodi2
[23] aatmanirbharbharat
[11] india
[7] health
[6] solar
[6] sdg7
[4] solarpower
[4] asiarisingforever
[4] gandhi150
[4] nhpc

Top Hashtags in Tweet in G8:
[7] covid19
[4] covid_19
[4] windpowered
[4] renewable
[3] actonclimate
[3] climateaction
[3] energy
[2] greennewdeal
[2] climate
[2] go100re

Top Hashtags in Tweet in G9:
[9] renewables
[5] climate
[5] climatechange
[4] wind
[4] solar
[4] energy
[4] coal
[4] emissions
[3] podcast
[3] climatecrisis

Top Hashtags in Tweet in G10:
[5] energy
[3] costs
[3] sbu
[1] research
[1] promisesmadepromiseskept
[1] covid19
[1] looters
[1] lootingofamerica
[1] water
[1] bunkerboy

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[704] energy
[303] clean
[253] renewable
[157] green
[83] water
[78] projects
[72] more
[70] power
[60] act
[57] states

Top Words in Tweet in G2:
[144] energy
[99] clean
[59] renewable
[50] arikring
[50] more
[49] climate
[41] climatecouncil
[37] green
[36] #energy
[36] #renewableenergy

Top Words in Tweet in G3:
[276] energy
[193] renewable
[86] jobs
[73] australia
[71] future
[64] clean
[55] regional
[54] projects
[49] deliver
[47] areas

Top Words in Tweet in G4:
[88] energy
[57] renewable
[36] cup_high
[34] wind
[32] ecosensenow
[31] solar
[26] manhattan
[26] contrarian
[26] proves
[26] point

Top Words in Tweet in G5:
[274] energy
[138] renewable
[131] more
[105] #renewableenergy
[88] clean
[82] read
[62] power
[49] irena
[46] green
[44] #geothermalenergy

Top Words in Tweet in G6:
[186] police
[186] reform
[186] quality
[186] public
[186] education
[186] criminal
[186] justice
[186] amelioration
[186] accessible
[186] transit

Top Words in Tweet in G7:
[79] energy
[62] renewable
[31] #1yearofmodi2
[25] capacity
[23] upwards
[23] onwards
[23] increasing
[23] #aatmanirbharbharat
[22] mygovindia
[21] mnrei

Top Words in Tweet in G8:
[62] energy
[33] green
[29] clean
[26] using
[26] food
[26] 100
[26] mikehudema
[25] power
[24] country
[23] iceland

Top Words in Tweet in G9:
[82] energy
[76] renewable
[51] fossil
[47] fuels
[47] last
[47] renewables
[46] returns
[45] vs
[44] assaadrazzouk
[44] germany

Top Words in Tweet in G10:
[79] energy
[65] clean
[43] epa
[34] water
[26] united
[26] states
[20] today
[18] nuclear
[18] more
[18] act

Top Word Pairs
Top Word Pairs in Tweet in G2:
[212] clean,energy
[98] renewable,energy
[71] gas,projects
[68] projects,lock
[66] lock,decades
[57] decades,more
[34] more,climate
[34] climate,pollution
[30] pollution,risk
[29] risk,becoming

Top Word Pairs in Tweet in G3:
[49] renewable,energy
[44] clean,energy
[20] energy,future
[20] regional,areas
[20] current,high
[20] high,voltage
[20] voltage,transmission
[20] transmission,network
[20] network,strengthened
[20] strengthened,projects

Top Word Pairs in Tweet in G4:
[136] renewable,energy
[61] wind,solar
[54] manhattan,contrarian
[47] contrarian,proves
[45] proves,point
[45] point,wind
[45] solar,parasite
[45] parasite,larger
[45] larger,economy
[45] economy,highly

Top Word Pairs in Tweet in G5:
[54] renewable,energy
[31] read,more
[26] clean,energy
[26] more,#geothermalenergy
[26] #geothermalenergy,#nuclearenergy
[26] #renewableenergy,#solarenergy
[26] #nuclearenergy,#renewableenergy
[26] #solarenergy,#solarpanels
[26] #solarpanels,#steamenergy
[26] #steamenergy,#waveenergy

Top Word Pairs in Tweet in G6:
[128] police,reform
[79] reform,quality
[59] quality,public
[44] public,education
[38] education,criminal
[36] criminal,justice
[30] justice,amelioration
[30] amelioration,accessible
[30] accessible,transit
[30] transit,affordable

Top Word Pairs in Tweet in G7:
[186] renewable,energy
[186] upwards,onwards
[186] onwards,increasing
[186] increasing,renewable
[186] energy,capacity
[186] capacity,#1yearofmodi2
[186] #1yearofmodi2,#aatmanirbharbharat
[186] mygovindia,upwards
[186] #aatmanirbharbharat,mnrei
[186] resources,renewable

Top Word Pairs in Tweet in G8:
[59] iceland,using
[23] using,geothermal
[23] geothermal,energy
[23] energy,power
[23] power,greenhouses
[23] greenhouses,produce
[23] produce,food
[21] food,year
[21] year,round
[11] round,country

Top Word Pairs in Tweet in G9:
[23] renewable,energy
[23] fossil,fuels
[23] energy,vs
[23] vs,fossil
[23] fuels,returns
[23] returns,stock
[23] stock,market
[23] market,data
[23] data,last
[23] last,years

Top Word Pairs in Tweet in G10:
[53] clean,water
[47] united,states
[42] nuclear,energy
[42] clean,energy
[42] once,again
[42] again,epa
[42] epa,tilting
[42] tilting,scales
[42] scales,favor
[42] favor,polluters

Top Replied-To
Top Replied-To in Entire Graph:
@qanda
@michaelmaus6
@cbcmanitoba
@realdonaldtrump
@gretathunberg
@quea_ali
@plbuckland
@mmflint
@nygovcuomo
@elonmusk

Top Replied-To in G2:
@mzjacobson
@hanslak
@amazingchevvolt
@txsharon
@arikring
@emanuelbenari
@billkammerer
@markcojuangco
@globeandmail
@paulrobertson18

Top Replied-To in G3:
@qanda
@michaelmaus6
@plbuckland
@mcannonbrookes
@bensullins
@elyasgarad
@slsandpet
@phild4
@slpng_giants_oz
@csfc67

Top Replied-To in G4:
@paprikalady
@damo__73_
@ibergwiesel
@jamesrider3
@wbrettwilson
@biggieol6
@pocolitto
@brettcmajor1
@zombiepiano
@justinetrudeu

Top Replied-To in G5:
@iea
@greenpeace
@skrued1
@oppchg
@jwspry
@eldaily
@aaguigwo
@govnuclear

Top Replied-To in G7:
@aranganathan72
@mahilacongress
@rubyphogatyadav
@bhatt_alakh
@realdonaldtrump
@covidnewsbymib
@devex
@cpjretsma
@nicolasturgeon
@dwnews

Top Replied-To in G8:
@mhehedzherting
@greenpeacebr
@helenelaportern
@ajamesw2
@robfisheruk
@emeijaard
@aaklaljdf
@thegreenparty
@vanessafiji

Top Replied-To in G9:
@hausfath
@weatherprof
@barswilson
@ialhusseini
@energy_charts
@sustainable2050
@chiaramontid
@ritwajit

Top Replied-To in G10:
@realdonaldtrump
@epa
@itsrelurker
@dacit_
@doctorfaustroll
@gop

Top Mentioned
Top Mentioned in Entire Graph:
@robbiedaymond
@antgrasso
@irena
@eiagov
@valaafshar
@assaadrazzouk
@arikring
@climatecouncil
@profpcdoherty
@ennyola0015

Top Mentioned in G1:
@5stocksinto
@lifecanbeadrag
@terraternity
@gbibuildingco
@kush09694930
@jonsm99
@bjpfirozmalik
@kathmorrow90
@chooseclimate

Top Mentioned in G2:
@arikring
@climatecouncil
@climatereality
@jackthelad1947
@kirillklip
@enricomolinari
@shicooks
@profraywills
@globeandmail
@kuriharan

Top Mentioned in G3:
@profpcdoherty
@kanethornton
@qanda
@zalisteggall
@conversationedu
@renew_economy
@cleannrgcouncil
@richiemerzian
@beyondzeronews
@mattjcan

Top Mentioned in G4:
@cup_high
@ecosensenow
@dawntj90
@jamz129
@douggra79750897
@climatehope2
@thinks_about_it
@bergeonline
@csfc67
@bridgetholmstro

Top Mentioned in G5:
@irena
@iam__network
@gen_atomic
@iea
@govnuclear
@cnn
@awea
@jwspry
@skrued1
@oppchg

Top Mentioned in G6:
@robbiedaymond

Top Mentioned in G7:
@mygovindia
@narendramodi
@bjp4india
@isolaralliance
@pmoindia
@power4all2025
@etenergyworld
@mohfw_india
@stuti8220

Top Mentioned in G8:
@mikehudema
@greenpeaceeasia
@lishuo_gp
@greenpeace
@who
@bobbrownfndn
@eu_commission
@rogtallbloke
@karnfull_en
@projectdrawdown

Top Mentioned in G9:
@assaadrazzouk
@andiemadsenn
@yalee360
@energy_charts
@imperialcollege
@greenprintcap
@mzjacobson
@slcschools
@run_renewables

Top Mentioned in G10:
@epa
@energy
@repdebdingell
@realdonaldtrump
@epaawheeler
@repdlesko
@stonybrooku
@michaelemann
@andreamcgimsey
@envprotectionet

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@johnroseputnam
@jurylady5
@hrblock_21
@nblackthorne
@engineersday
@geoffrey_payne
@angelamortimer2
@chidambara09
@independent

Top Tweeters in G1:
@engineersday
@prpnews
@jewelrymandave
@paulstewartii
@v_shakthi
@charlierichmond
@vybzecorner
@actionclutch
@angsuman
@lellingw

Top Tweeters in G2:
@jurylady5
@angelamortimer2
@chidambara09
@billm9
@manmet80
@sddphoto
@willseattle
@normanbuffong
@npsusa
@nofascistlies

Top Tweeters in G3:
@geoffrey_payne
@padakitty
@markplackett1
@jot_au
@slsandpet
@rbjron
@broomstick33
@drrimmer
@faully33
@michaelpurvis64

Top Tweeters in G4:
@mooseman1956
@tyrelle123
@lbastura
@wmathison
@davidmatheson27
@reddragonfly19
@olivia_awaken
@eachus
@angrynationalis
@blazingcatfur

Top Tweeters in G5:
@iam__network
@business
@sherbah46958042
@reuters
@cnn
@drsanjaypsahoo
@jpn_lisa
@berlandgroup
@thor_tetsuya
@touchme4youle

Top Tweeters in G6:
@cloudobo
@pr0digalsons
@thornirisribbon
@jonatha80958138
@ciaranstrange
@avery_merrick
@trashyvinny
@kyrieofthestars
@jo___mar
@alexalchemy1

Top Tweeters in G7:
@pickooo
@cantstopulovinm
@republic
@dwnews
@airnewsalerts
@paraskghelani
@dravsriv
@pib_india
@sikandarbjp
@savitha_rao

Top Tweeters in G8:
@tesco
@sainsburys
@chrisbrey1
@dynamicfrize
@marksandspencer
@oasismountain
@4everanimalz1
@morrisons
@godelitsas
@camoxendale

Top Tweeters in G9:
@ken_crichlow
@allan_crawshaw
@caroltpsworld
@phosphoria31
@vjmahon
@lee_knuth
@kb_leecaster
@sustainable2050
@frasermacleod5
@ellybaxterpr

Top Tweeters in G10:
@robinmcouch
@washingtonpost
@all100senators
@sandykalano
@sundene
@lylajoyrose
@all435reps
@rocket54441
@paprikapink
@vote2win4gop


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